Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty are...

Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty are quite distinctive. You can try it out. This is the prompt for the first picture. If you n...

December 8, 2025 · 2 min read

Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty are...
Figure 1 / source image

Released the sixth edition: Tang Dynasty costumes.

The costumes of the Tang Dynasty are quite distinctive.

You can try it out.

This is the prompt for the first picture.

If you need other prompts, you can leave a message in the comment area.

If you like it, you can give it a triple link⊙∀⊙ Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering.

**Crucial Character Consistency:** The character featured is precisely the same person shown in reference images, maintaining consistent facial features, hair style, and body structure across all shots.

{ "core_structure": { "description": "A hyper-realistic, cinematic portrait, depicting a young woman wearing a gorgeous Tang Dynasty costume (breast-length skirt), holding a red embroidered fan, looking back against a black background of falling snow.", "elements": [ { "object": "Character subject", "attributes": ["Young East Asian woman", "Exquisite Tang style makeup (flowers, dimples)", "Looking back gesture", "Elegance"] }, { "object": "Clothing (Tang style)", "attributes": ["Tang Dynasty Qixiong Ruqun", "Open collar/low-cut tube top ( Low-cut bodice)", "Sheer wide sleeves", "Flowing Pibo ribbon", "Red and gold accents"] }, { "object": "Hairstyle", "attributes": ["High bun (Tang Dynasty)", "Peony hair accessories", "Golden step shake", "Gorgeous hair comb"] }, { "object": "Props", "attributes": ["Red embroidered fan (remains unchanged)", "Exquisite tassels"] }, { "object": "Environment", "attributes": ["Falling snow", "Dark background", "Glimmer atmosphere"] } ] }, "style_definit ion": { "primary_style": "photorealistic | cinematic | classical Chinese portrait", "rendering_quality": "8k resolution | ultra-detailed | masterpiece", "surface_textures": ["silk", "lace", "skin texture", "snow particles"], "lighting": "rim lighting | soft facial spotlight | moody dark atmosphere" }, "technical_specifications": { "camera_settings": { "depth_of_field": "shallow depth of field", "focal_length": "85mm", "aperture": "f/1.8", "exposure": "low key with highlight o n face" }, "resolution": "professional quality", "rendering": ["high contrast", "sharp focus"], "physics_accuracy": ["natural fabric flow", "frozen snow motion"] }, "material_properties": { "skin_textures": ["pale", "soft"], "fabric_details": ["embroidery", "sheer gauze (typical for Tang)", "layered silk"], "surfaces": ["matte background", "reflective jewelry"], "transparency": ["translucent outer sleeves"] }, "environmental_factors": { "atmosphere": ["cold but romantic", "qu iet", "ethereal"], "time_season": ["winter night", "snowing"], "particles": ["white snowflakes", "cold breath"] }, "composition_controls": { "perspective": "eye-level", "framing": "medium shot | looking back over shoulder", "subject_placement": "center-right biased" }, "quality_keywords": { "include": ["Tang Dynasty fashion", "historical accuracy", "snowy night", "beautiful eyes"], "avoid": ["high collar (Ming style)", "thick clothes", "modern makeup"], "reference": ["Tang Dy nasty paintings", "cinematic photography"] } } 

Figure 2 / source image

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Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalssignalssignalsFORMATarticle featureTOPICagentic devtoolsCAPABILITYevaluationCAPABILITYtechnical writingCAPABILITYproduct surfaceMARKETopen-source builders
Mermaid outline
flowchart LR
  format-article["article feature"]
  topic-agentic-devtools["agentic devtools"]
  capability-evaluation["evaluation"]
  capability-technical-writing["technical writing"]
  capability-product-surface["product surface"]
  market-open-source-builders["open-source builders"]
  format-article -->|covers| topic-agentic-devtools
  format-article -->|signals| capability-evaluation
  format-article -->|signals| capability-technical-writing
  format-article -->|signals| capability-product-surface
  format-article -->|signals| market-open-source-builders

Visual structure

Essay structure map

Built from summary and key paragraph positions

Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty a...THESISReleased the sixthedition: Tang Dynastycostumes. The costumesof the Tang DynastySIGNALReleased the sixthedition: Tang Dynastycostumes.OPERATORIf you need otherprompts, you can leavea message in thecomment area.IMPLICATION{ "core_structure": {"description": "Ahyper-realistic,cinematic portrait,
Mermaid outline
flowchart LR
  thesis["Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty are quite distinctive...."]
  signal["Released the sixth edition: Tang Dynasty costumes."]
  operator["If you need other prompts, you can leave a message in the comment area."]
  implication["{ \"core_structure\": { \"description\": \"A hyper-realistic, cinematic portrait, depicting a young woman wearin..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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